Repository: incubator-systemml
Updated Branches:
  refs/heads/gh-pages 1246604b0 -> 1b990bad0


[SYSTEMML-540] Refactored LibMatrixDNN to reduce instruction cache misses

- Bugfix for empty filter for conv2d_bias_add
- Improved sparse maxpooling's performance
- Reduced branch mispredictions and instruction cache misses.

Closes #520.


Project: http://git-wip-us.apache.org/repos/asf/incubator-systemml/repo
Commit: 
http://git-wip-us.apache.org/repos/asf/incubator-systemml/commit/ee2480d8
Tree: http://git-wip-us.apache.org/repos/asf/incubator-systemml/tree/ee2480d8
Diff: http://git-wip-us.apache.org/repos/asf/incubator-systemml/diff/ee2480d8

Branch: refs/heads/gh-pages
Commit: ee2480d81150993bb17899c042bf63c548d6acf0
Parents: 1246604
Author: Niketan Pansare <[email protected]>
Authored: Mon May 29 15:21:22 2017 -0800
Committer: Niketan Pansare <[email protected]>
Committed: Mon May 29 16:21:22 2017 -0700

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 python-reference.md | 8 ++------
 1 file changed, 2 insertions(+), 6 deletions(-)
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http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ee2480d8/python-reference.md
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diff --git a/python-reference.md b/python-reference.md
index 2ebfc38..a847964 100644
--- a/python-reference.md
+++ b/python-reference.md
@@ -189,14 +189,10 @@ method as DataFrame or NumPy array.
 
 ### Support for NumPy's universal functions
 
-The matrix class also supports most of NumPy's universal functions (i.e. 
ufuncs).
-The current version of NumPy explicitly disables overriding ufunc, but this 
should be enabled in next release. 
-Until then to test above code, please use:
+The matrix class also supports most of NumPy's universal functions (i.e. 
ufuncs):
 
 ```bash
-git clone https://github.com/niketanpansare/numpy.git
-cd numpy
-python setup.py install
+pip install --ignore-installed 'numpy>=1.13.0rc2'
 ```
 
 This will enable NumPy's functions to invoke matrix class:

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